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Model Performance

Metrics

Plots

Plots - Gains Table

Plots - Gains Table - Train

  Thresholds bucket_size true_positive false_positive true_negative false_negative targets_in_bucket percent_targets_captured lift
Bucket                  
10% 0.995036 2511 2511 0 13010 9591 1.000000 0.207486 2.075029
20% 0.988715 5022 5022 0 13010 7080 1.000000 0.414973 2.075029
30% 0.975456 7533 7533 0 13010 4569 1.000000 0.622459 2.075029
40% 0.935834 10044 10039 5 13005 2063 0.999502 0.829532 2.073996
50% 0.277242 12556 12096 460 12550 6 0.963364 0.999504 1.999008
60% 0.024592 15067 12102 2965 10045 0 0.803212 1.000000 1.666689
70% 0.006769 17578 12102 5476 7534 0 0.688474 1.000000 1.428604
80% 0.002420 20089 12102 7987 5023 0 0.602419 1.000000 1.250037
90% 0.000791 22600 12102 10498 2512 0 0.535487 1.000000 1.111150
100% 0.000019 25112 12102 13010 0 0 0.481921 1.000000 1.000000

Plots - Gains Table - Test

  Thresholds bucket_size true_positive false_positive true_negative false_negative targets_in_bucket percent_targets_captured lift
Bucket                  
10% 0.997201 381 381 0 304 3127 1.000000 0.108609 1.086659
20% 0.994860 762 762 0 304 2746 1.000000 0.217218 1.086659
30% 0.991573 1143 1143 0 304 2365 1.000000 0.325827 1.086659
40% 0.987703 1524 1524 0 304 1984 1.000000 0.434436 1.086659
50% 0.981758 1906 1906 0 304 1602 1.000000 0.543330 1.086659
60% 0.972449 2287 2287 0 304 1221 1.000000 0.651938 1.086659
70% 0.954928 2668 2668 0 304 840 1.000000 0.760547 1.086659
80% 0.917714 3049 3046 3 301 462 0.999016 0.868301 1.085590
90% 0.740481 3430 3421 9 295 87 0.997376 0.975200 1.083808
100% 0.002157 3812 3508 304 0 0 0.920252 1.000000 1.000000

Plots - Confusion Matrix

Plots - Gains Chart

Plots - Lift Chart

Plots - Roc Curve

Plots - Precision Recall

Plots - Threshold Curve

Model Interpretation

Error Analysis

Error Analysis - Residual Analysis

Error Analysis - Residual Analysis - Errorbucket Profiles

Error Analysis - Residual Analysis - Errorbucket Profiles - Time Taken For Decision

Error Analysis - Residual Analysis - Errorbucket Profiles - Transition Days

Error Analysis - Residual Analysis - Errorbucket Profiles - Categorical

Feature Importance - From Model